The graph represents a network of 5,798 Twitter users whose recent tweets contained "COVID-19", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 08:04 UTC.
The tweets in the network were tweeted over the 1024-day, 9-hour, 6-minute period from Tuesday, 10 March 2020 at 15:54 UTC to Friday, 30 December 2022 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 5798
Unique Edges : 2353
Edges With Duplicates : 9759
Total Edges : 12112
Number of Edge Types : 9
Retweet : 4215
MentionsInRetweet : 4786
Replies to : 496
MentionsInReplyTo : 1033
Tweet : 1131
MentionsInQuote : 32
Quote : 59
Mentions : 343
MentionsInQuoteReply : 17
Self-Loops : 1327
Reciprocated Vertex Pair Ratio : 0.00956688119672987
Reciprocated Edge Ratio : 0.0189524465885596
Connected Components : 1023
Single-Vertex Connected Components : 332
Maximum Vertices in a Connected Component : 2527
Maximum Edges in a Connected Component : 5999
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 6.658855
Graph Density : 0.000172681531757782
Modularity : 0.500969
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,798 Twitter users whose recent tweets contained "COVID-19", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 08:04 UTC.
The tweets in the network were tweeted over the 1024-day, 9-hour, 6-minute period from Tuesday, 10 March 2020 at 15:54 UTC to Friday, 30 December 2022 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : COVID-19
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[4271] covid,19 [588] higher,risk [584] previously,received [582] received,higher [582] 19,hmmm [582] risk,contracting [582] number,vaccines [582] higher,number [582] vaccines,previously [582] contracting,covid Top Word Pairs in Tweet in G1:
[556] covid,19 [542] higher,risk [541] previously,received [540] risk,contracting [540] higher,number [540] vaccines,previously [540] number,vaccines [540] contracting,covid [540] 19,hmmm [540] received,higher Top Word Pairs in Tweet in G2:
[281] covid,19 [15] 19,cases [10] 19,vaccine [9] contra,covid [9] #coronavirus,#covid19 [8] #covid,19 [6] 19,covid [6] 19,pandemic [5] 19,china [5] 300,rise Top Word Pairs in Tweet in G3:
[322] covid,19 [159] 19,vaccine [148] vaccine,injuries [124] acknowledging,covid [124] world,publicly [124] around,world [124] others,around [124] publicly,acknowledging [123] appears,others [123] injuries,dealt Top Word Pairs in Tweet in G4:
[319] covid,19 [126] 24,horas [126] últimas,24 [124] contra,covid [114] venezuela,registra [114] 19,venezuela [114] contagios,últimas [107] lucha,contra [106] nuevos,contagios [104] horas,#gmvvmetacumplida Top Word Pairs in Tweet in G5:
[167] find,replicating [167] twitter,hiatus [167] replicating,meaning [167] share,important [167] meaning,active [167] important,research [167] breaking,twitter [167] research,latest [167] latest,nature [167] nature,find Top Word Pairs in Tweet in G6:
[110] given,wide [110] dr,fukushima [110] tsn,dr [110] caused,vaccines [110] vaccines,worldwide [110] declared,harm [110] problem,given [110] harm,caused [110] fukushima,declared [110] worldwide,problem Top Word Pairs in Tweet in G7:
[160] covid,19 [78] milan,positif [78] hampir,separuh [77] separuh,penumpang [77] china,tiba [77] penumpang,pesawat [77] positif,covid [77] tiba,milan [77] pesawat,china [76] buletintv3,hampir Top Word Pairs in Tweet in G8:
[323] covid,19 [145] origin,covid [115] used,censored [115] creation,covid [115] censored,twitter [115] govt,responsible [115] twitter,govt [115] 19,used [115] video,origin [115] responsible,creation Top Word Pairs in Tweet in G9:
[161] covid,19 [152] 19,vaccine [78] malone,inventor [78] create,covid [78] tonight,america [78] mrna,technology [78] dr,robert [78] america,dr [78] used,create [78] inventor,mrna Top Word Pairs in Tweet in G10:
[81] covid,19 [57] censorship,network [56] network,'propaganda [56] slams,cisa [56] thread,#twitterfiles [56] cisa,censorship [56] #twitterfiles,elonmusk [56] elonmusk,slams [56] ',dhs [56] platform,' Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: